Index › HR › Products › 4PLAN HR LIGHT · November 2026 Edition
Workforce planning · Named, not ranked

4PLAN HR LIGHT

–Too few to rank
2/14Models named it
0First choices
2Warnings
November 2026 Edition · all company sizes counted.
Ranked inWorkforce planning #127 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. 4PLAN HR LIGHT has 2.

Why models recommend it

No positive label carried a quote.

What gives them pause

“may be useful for budgeting, but they should not be treated as strategic workforce-planning systems”Perplexity Sonar · Negative question · warning
“4PLAN HR LIGHT are headcount-budgeting tools, not strategic workforce planning”Muse Glimmer 30B · Scale-constrained question · warning

Also on the shortlist

The products named in the same answers as 4PLAN HR LIGHT, over the 2 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named 4PLAN HR LIGHT came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 2 of the 2 answers that named 4PLAN HR LIGHT and are not a share of its labels.

By model

How each model answered on 4PLAN HR LIGHT across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00011
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00011